Although frame and motion match cutting are largely visual tasks, we wondered whether audio carries any signal that can be used for matching. Therefore, we used YAMNet (YN) [1]}, pretrained on the AudioSet dataset [2]} by feeding 16 kHz mono audio from the video and taking the average over the 1024-dimensional embeddings produced for each 0.48 seconds.
